{"id":"W4403342857","doi":"10.61958/nmlp1469","title":"Bibliometric analysis of traumatic brain injury in the neurosciences field from the past 10 years","year":2024,"lang":"en","type":"article","venue":"New medicine.","topic":"Traumatic Brain Injury and Neurovascular Disturbances","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Traumatic brain injury; Psychology; Neuroscience; Medicine; Psychiatry","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":["metaresearch","bibliometrics"],"consensus_categories":[],"category_scores_codex":[0.006007686,0.0007031045,0.00200057,0.1082695,0.001118706,0.003566519,0.0008192933,0.000744524,0.00422896],"category_scores_gemma":[0.04284279,0.0002651127,0.002597804,0.1666627,0.0005912069,0.002285555,0.001598376,0.0006033079,0.00113123],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.002316742,"about_ca_system_score_gemma":0.004605599,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.009203063,"about_ca_topic_score_gemma":0.01153876,"domain_scores_codex":[0.9855928,0.001847899,0.004074905,0.001119267,0.006831527,0.0005336637],"domain_scores_gemma":[0.9588309,0.01913388,0.01090615,0.001252652,0.008850078,0.001026341],"domain_codex":null,"domain_gemma":"methods","domain_candidate":"methods","domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0005751259,0.0001554645,0.6133662,0.0514305,0.005272868,0.001413436,0.002793131,0.002813552,0.001315936,0.003460773,0.04529862,0.2721043],"study_design_scores_gemma":[0.00004077401,0.0001806476,0.8663496,0.005092503,0.003547706,0.003044006,0.002831252,0.002374976,0.0008775149,0.001562623,0.1139674,0.000131069],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.482395,0.2454599,0.002823797,0.004918171,0.001014869,0.0006706194,0.225559,0.000834398,0.03632434],"genre_scores_gemma":[0.8060915,0.1128289,0.003370164,0.0003720223,0.0008980623,0.000724667,0.07153562,0.0001527327,0.004026206],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.9939923,"threshold_uncertainty_score":0.03177208,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.05326098342259419,"score_gpt":0.3354827398327609,"score_spread":0.2822217564101667,"validation_status":"score_only:v0-immature-baseline","note":"Baseline scores from an immature model (maturity gate not passed). Scores rank; they never assert a category."}}